Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-20 0.152270 0.166829 0.182668 0.201267 0.222623 0.246512 0.275447
2025-04-27 0.132908 0.154002 0.178871 0.210766 0.251206 0.301646 0.370767
2025-05-04 0.119858 0.144574 0.175480 0.217889 0.276112 0.355745 0.477746
2025-05-11 0.110007 0.136849 0.171992 0.222913 0.297647 0.408479 0.596834
2025-05-18 0.100513 0.127996 0.165272 0.221654 0.309022 0.447773 0.706427
2025-05-25 0.090480 0.117155 0.154264 0.212192 0.305696 0.462297 0.776971
2025-06-01 0.083644 0.110008 0.147576 0.208024 0.309589 0.489059 0.879261
2025-06-08 0.078734 0.105102 0.143549 0.207268 0.318686 0.526672 1.018573
2025-06-15 0.075069 0.101650 0.141280 0.208892 0.331942 0.575015 1.204570
2025-06-22 0.069363 0.094713 0.133009 0.199488 0.323455 0.577113 1.273849
2025-06-29 0.064821 0.089237 0.126599 0.192579 0.318643 0.586014 1.367200
2025-07-06 0.061217 0.084969 0.121789 0.187955 0.317581 0.603051 1.494904
2025-07-13 0.059614 0.083777 0.121980 0.192502 0.336185 0.672318 1.847633
2025-07-20 0.058574 0.083407 0.123509 0.199723 0.361910 0.768519 2.400042
2025-07-27 0.057401 0.082730 0.124439 0.205905 0.386642 0.871959 3.127381
2025-08-03 0.056037 0.081639 0.124540 0.210443 0.408531 0.976675 4.051051
2025-08-10 0.053912 0.079146 0.121964 0.209256 0.416352 1.040736 4.864486
2025-08-17 0.050855 0.074928 0.116020 0.200513 0.403737 1.031657 5.130307
2025-08-24 0.048710 0.072159 0.112542 0.196660 0.403253 1.066293 5.863934
2025-08-31 0.047152 0.070311 0.110630 0.195961 0.411040 1.135385 7.158297
2025-09-07 0.045990 0.069083 0.109777 0.197462 0.425137 1.236588 9.290486
2025-09-14 0.043603 0.065619 0.104533 0.188763 0.409138 1.206246 9.513731
2025-09-21 0.041639 0.062825 0.100435 0.182364 0.399034 1.199435 10.162928